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Meta Llama 3 8B by meta-llama

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Meta Llama 3 8B Benchmarks

MMLU Pro: 20.44
GPQA: 4.47
MUSR: 6.15
BBH: 18.68
IFEval: 10.44 vs 88 (so35)-88.1%
ARC: 59.22 vs 96.7 (so35)-38.8%
HellaSwag: 82.02 vs 95.3 (gpt4)-13.9%
MMLU: 66.49 vs 88.3 (so35)-24.7%
TruthfulQA: 43.95 vs 59 (gpt4)-25.5%
WinoGrande: 77.11 vs 87.5 (gpt4)-11.9%
GSM8K: 45.34 vs 96.4 (so35)-53%
MATH Lvl 5: 1.51
LLME Score: 0.58307
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Meta Llama 3 8B Parameters and Internals

LLM NameMeta Llama 3 8B
Repository 🤗https://huggingface.co/meta-llama/Meta-Llama-3-8B 
Model Size8b
Required VRAM16.1 GB
Updated2024-09-20
Maintainermeta-llama
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Meta Llama 3 8B (meta-llama/Meta-Llama-3-8B)

Quantized Models of the Meta Llama 3 8B

Model
Likes
Downloads
VRAM
Meta Llama 3 8B AWQ099805 GB
Monah 8B Uncensored V0.2 Gguf54813 GB
Monah 8B Uncensored Gguf42543 GB
Openchat 3.6 8B 20240522 AWQ1245 GB
Llama3 8B Chips 4bit055 GB
Hyper X Llama 3 Small Python055 GB
...at 3.6 8B 20240522 8 0bpw EXL2258 GB
Openchat 3.6 8B 20240522 8bit298 GB
Openchat 3.6 8B 20240522 4bit194 GB
...at 3.6 8B 20240522 2 2bpw EXL2063 GB

Best Alternatives to Meta Llama 3 8B

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Context / RAM
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Llama3 8B Special Dark V3.1.2a1024K / 16.1 GB280
...SLERP Gradient1048k OpenBioLLM1024K / 16.1 GB180
Llama3 8B Special Dark V3.1.1t1024K / 16.1 GB260
Llama3 8B Special Dark RP21024K / 16.1 GB201
Llama3 8B Special Dark RP11024K / 16.1 GB220
Llama3 8B Special Dark V3.1.2B1024K / 16.1 GB60

Rank the Meta Llama 3 8B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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Text Summarization and Feature Extraction  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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